Results 41 to 50 of about 352 (138)
Decision Threshold Setting in Binary Classification Problems—A Behavioral Lens
ABSTRACT When binary classification models are wrong, managers face misclassification costs. Although false positive outcomes imply unnecessary mitigation efforts, false negative outcomes imply overlooking the class of interest. Humans calibrate these ai models supporting operational systems by adjusting the decision threshold that translates ...
Patrick Moder, Kai Hoberg, Felix Papier
wiley +1 more source
Optimal admission policies for small star networks [PDF]
In this thesis admission stationary policies for small Symmetric Star telecommunication networks in which there are two types of calls requesting access are considered. Arrivals form independent Poisson streams on each route.
Antoniu, Nikolaos H.
core
Agent-Based Routing in Queueing Systems [PDF]
Waiting time in any network is often a costly and hence a bad experience. Therefore, to avoid jamming regions becomes essential in the optimization of traffic flows.
Gallay, Olivier
core +1 more source
Perspectives On Machine Learning Inference Serving in Real‐World Settings
ABSTRACT Introduction As machine learning (ML)‐enabled systems become increasingly prevalent across industries, the engineering challenges of deploying and maintaining them in production have emerged as critical. The existing engineering knowledge base often derives from conceptual frameworks or case studies conducted by large technology companies ...
Dennis Muiruri +3 more
wiley +1 more source
Advancing Heliophysics and Space Weather Modeling Through Open Science
Abstract We present a community‐wide effort to develop a strategy and action plan to advance heliophysics and space weather modeling through open science. While open science has the potential to enhance the quality and pace of scientific discovery, its application to scientific modeling requires more careful consideration regarding open data and open ...
C. Corti +87 more
wiley +1 more source
We present a quantitative framework combining cost modelling and queueing theory to estimate hourly access costs, waiting times and congestion levels for shared high‐end scientific equipment. The approach is general, illustrated with cryo‐electron microscopy examples, and implemented in an open‐access online calculator to support evidence‐based ...
C. O. S. Sorzano, J. M. Carazo
wiley +1 more source
Performance Analysis of Probabilistic Action Systems
Formal notations like B or action systems support a notion of refinement. Refinement relates an abstract specification A to a concrete specification C that is as least as deterministic.
Hallerstede, Stefan, Butler, Michael
core
Problems of Control and Information Theory [PDF]
1987 / 1. szám Csiszár, I.: Information theory and ergodic theory Balakirsky, V. B.: The decoding error probability of the linear codes in the multiple access channels Avetissian, S. S. - Kutoyants, Yu. A.: On a model of prophylaxis
core
Introducción a la simulación de modelos de colas [PDF]
La teoría de colas es una rama de la teoría de la probabilidad en la que se estudian modelos matemáticos de colas reales con el objetivo de optimizar o mejorar ciertos aspectos de ellas.
Martín Hernández, José de
core
Modelling and Performance Analysis of OpenFlow Switches in Software-Defined Networking
Software-Defined-Networking (SDN) simplifies the configuration complexity in the computer communication network by decoupling the control plane from the data plane in a switch. In SDN, the switch has the data plane only and is configured by the logically
Singh, Deepak, Singh, Deepak (11804384)
core +1 more source

